RLM Tools

RLM Tools is an open-source Model Context Protocol (MCP) integration that provides AI coding agents with a persistent, server-side Python sandbox for code exploration. Instead of flooding the agent's context window with raw data from file reads and searches, RLM Tools lets the agent perform complex exploration tasks entirely in a secure sandbox, returning only concise, relevant findings. This enables coding assistants to analyze and understand much larger codebases efficiently, improves token utilization, and reduces context bloat, making it particularly useful for anyone building or deploying advanced AI code assistants or autonomous programming agents.